What is the role of cloud computing in AI?

The role of cloud computing in AI is pivotal primarily due to its ability to provide scalable resources and services. This means that organizations can leverage vast computing power and storage capacity offered by cloud providers without the need for significant investments in local hardware. When training AI models, particularly those that require intensive computational resources and large datasets, the cloud allows for efficient scaling up or down of resources as needed. This flexibility is integral to deploying AI applications, as it supports rapid experimentation and development cycles, thereby facilitating innovation. By utilizing cloud infrastructure, organizations can focus on developing and deploying AI solutions, while the cloud handles the underlying resource management, which alleviates potential limitations that local hardware might impose.